Psychiatry and Psychology Commons^™

Preoperative Patient Sentiment Is Associated With Postoperative Outcomes In Adult Spinal Deformity Surgery, Ross J. Gore, David Mazur-Hart, Mohan K. Sunkara, Aaqib Ali, Qizar Ali, Christopher J. Lynch

Center for Secure and Intelligent Critical Systems (CSICS) Publications

Study Design:

Prospective observational pilot study of adult spinal deformity surgery patients.

Objective:

To determine whether preoperative patient sentiment, quantified using a 21-class valence scale extending the CARP paradigm implemented through an offline Large Language Model, predicts postoperative outcomes.

Summary of Background Data:

Predicting adult spinal deformity surgery outcomes remains challenging with traditional clinical and radiographic parameters alone. Although patient psychological factors and expectations significantly influence postoperative satisfaction and quality of life, systematic approaches to capture these factors are underdeveloped. Offline Large Language Models offer scalable, privacy-preserving psychological risk stratification.

Materials and Methods:

We prospectively enrolled 18 patients undergoing adult …

Socio-Spatial Patterns Of Suicide Mortality In The United States, Kushagra Tiwari, M. Amin Rahimian, Marie-Laure Charpignon, Philippe J. Giabbanelli, Praveen Kumar

VMASC Publications

Suicides cause more than 49,000 deaths per year in the United States, including 55% associated with the use of a firearm. Across states and counties in the US, suicide mortality exhibits substantial geographical and sociodemographic heterogeneity. However, the role of large-scale social networks in shaping this variation remains underexplored. To assess how both the risk of suicide mortality and the effect of firearm restriction policies propagate through inter-county social ties, we integrate data on county-level suicide mortality (2010–2022) and the Facebook Social Connectedness Index (SCI), a continuous measure of the strength of social ties between counties used to derive weighted …

“Medical Cannabis”: Advising Patients While Navigating Medical Ethics And Limited Evidence, Anna-Maria South, Shanna L. Babalonis, Laura C. Fanucchi, Michelle R. Lofwall

Internal Medicine Faculty Publications

Cannabis is increasingly legalized in more areas of the USA and marketed under the misnomer “medical cannabis.” Yet, there are no official dosing guidelines or approved medical uses for plant cannabis by the Food and Drug Administration. Due to significant federal barriers, research on efficacy, safety, and adverse effects of cannabis is limited. Patients are interested in cannabis as potential treatment of medical issues and/or symptoms and clinicians should include a discussion of the risks of cannabis consumption. However, many risks are not yet known, and clinicians might be unaware of the emerging literature. This perspective summarizes the potential harms …

Discrimination Distress And Current Combustible And Non-Combustible Tobacco Product Use Among Us Youth, 2023, Meman Diaby, Osayande Agbonlahor, Maggie K. Richardson, Joy L. Hart, Shyanika W. Rose, Delvon T. Mattingly

Markey Cancer Center Faculty Publications

Introduction: Discrimination is the unfair treatment of people based on their identity. Youth who experience discrimination may cope with associated distress by using tobacco products, with amplified health consequences depending on the type of product.

Methods: We used data from the 2023 National Youth Tobacco Survey (n = 22 069) and derived an overall continuous measure from the 15-item Adolescent Discrimination Distress Index, as well as three continuous discrimination distress sub-indices: educational, institutional, and peer (range for each: 0–5). We defined current tobacco use as two outcomes: any past 30-day use of combustible (cigarettes, cigars, hookah, roll- your-own, pipe, bidis) …

Effectiveness Of Post-Discharge Interventions Following Psychiatric Hospitalization On Readmissions And Suicide Prevention Among Adolescents, Maria Paz Eladia Posadas

Nursing | Senior Theses

Background: Suicide is a pervasive and far-reaching issue. Psychiatric hospitalization is often used as an intervention for individuals, including adolescents, experiencing suicidal ideation and/or behavior. However, post-discharge care may lack structure or clearly defined follow-up services, which can result in rehospitalizations and increased suicidality. Objective: The goal of the proposed research study is to investigate how implementation of peer support groups for adolescents following psychiatric hospitalization can assist in reducing readmissions and mitigating suicide risk. This can also help shape strategies for managing care after discharge. Method: The proposed research study utilizes a quantitative quasi-experimental design to determine the efficacy …

Chatbot Therapy - Help Or Hindrance, Kadi Rae Smith

Anthós

Introduction

Generative artificial intelligence (Gen-AI) chatbots are complex computer programs designed to mimic human conversations using programming that incorporates large language models (LLM) and natural language models (NLM) to simulate human interactions that are being rapidly integrated into everyday life across an increasing amount of online platforms. This article explores the applications and efficacy of chatbots for mental healthcare, from self-directed chatbot interactions to clinician-supervised implementation of chatbot-based therapeutic tools, weighing the benefits and limitations of this ever-expanding technology.

Methodology/Taxonomy

A literature review was conducted primarily using Web of Science, accessed through Portland State University, and Google Scholar, with specifications …

Improving Psychiatric Paraprofessional Preparedness Through Mental Health First Aid Training In An Outpatient Mental Health Clinic, Anisha Hampton

DNP Scholarly Projects

BACKGROUND: Paraprofessional staff in outpatient mental health clinics play a critical role in monitoring clients with serious mental illness (SMI) and supporting continuity of care in community-based settings. However, the absence of standardized training contributes to variability in staff knowledge, confidence, and ability to recognize early signs of mental health deterioration. Mental Health First Aid (MHFA) is an evidence-based training designed to improve mental health literacy and crisis response skills among frontline workers.

METHODS: This quality improvement project utilized a pre-post design within a Plan-DoStudy-Act (PDSA) framework at an outpatient mental health clinic. Paraprofessional staff completed the Mental Health Literacy …

Examining The Effects Of Virtual Nature Exposure And Video Immersion On State Hope With Nature Relatedness As A Covariate, Zachary Arneson

All Master's Theses

Previous work in the field of environmental psychology has shown that virtual nature exposure can produce many psychological benefits for the viewer. Within this literature, however, there has been no examination of the effects of virtual nature exposure on levels of state hope, a goal-directed positive psychological construct made up of two types of thought: agency and pathways. Additionally, there has been no direct examination of the effect of immersion level of the virtual nature exposure on psychological measures. To fill this gap in the literature, the current study examined the effects of virtual nature exposure and video immersion on …

Low Energy Availability And Dietary Factors In High School Runners, Natalie E. Allik

All Master's Theses

Context: Low energy availability (LEA) is associated with adverse health and performance outcomes in athletes and may be particularly concerning during adolescence when growth and bone development are ongoing. Although inadequate carbohydrate (CHO) intake has been proposed as a contributor to LEA, limited research has examined this relationship in adolescent endurance athletes. Objective: To examine dietary intake, bone mineral density (BMD), and eating disorder (ED) risk in adolescent distance runners with and without LEA. Methods: Eighteen adolescent distance runners (15.7 ± 1.2 years; 7 males, 11 females) completed baseline assessments including anthropometrics, dual-energy X-ray absorptiometry (DXA), a 24-hour dietary recall, …

The Effects Of Stress-Related Hormones On Excitatory Synapse Formation, Autumn C. Garvey

Honors Undergraduate Theses

Stress profoundly influences brain function through neuromodulatory hormones that regulate synaptic plasticity, yet how temporal patterns of hormone exposure shape excitatory synapse formation remains poorly understood. This study investigates how exposure to stress hormones, norepinephrine and cortisol, affects excitatory synapse development. While existing research primarily compares concentration models, real-world stress occurs in variable patterns that may produce distinct neural outcomes. To address this gap, differentiated Neuro2A neuronal cells are exposed to norepinephrine or cortisol under a continuous treatment paradigm designed to model chronic stress conditions. Following treatment, immunofluorescence imaging is utilized to quantify excitatory synapse formation through analysis of presynaptic …

Resilience Shields And Grit Intensifies Subjective Cognitive Decline In Middle‐To‐Older Aged Black Americans, Sunkanmi Folorunsho, Maria Clark, Obinna Odo, Yolanda L. Jackson, Candidus C. Nwakasi, Darlingtina K. Esiaka

Behavioral Science Faculty Publications

Background: There is growing interest on the relationship between psychosocial factors and cognitive health trajectories in adulthood. While grit and resilience have been shown to influence health outcomes, their differential effects on subjective cognitive decline (SCD) in Black American adults remain understudied. The purpose of this study is to help fill this gap.

Methods: The study utilized a cross-sectional research design. Black American participants (N = 242; Mean age = 44.32) responded to a survey assessing SCD, grit, resilience, and sociodemographic factors. Linear regression analysis was performed to test the associations between grit and resilience and SCD, and to …

Evidence Of Heterogeneity In The Opioid Withdrawal Syndrome: Spontaneous And Precipitated Withdrawal, Suky Martinez, Jermaine D. Jones, Kelly E. Dunn, Andrew Huhn, Joshua A. Lile, Thomas P. Shellenberg, Laura Brandt

Behavioral Science Faculty Publications

Aims: This study characterized the heterogeneity of opioid withdrawal by comparing naturally occurring withdrawal during opioid abstinence (spontaneous withdrawal) with abrupt, pharmacologically induced naloxone-precipitated withdrawal in adults with Opioid Use Disorder (OUD).   Methods: A secondary analysis was conducted on de-identified data from 86 adults meeting DSM-5 criteria for moderate-to-severe OUD. Participants either presented in spontaneous withdrawal (n = 28) or underwent naloxone challenge to precipitate withdrawal (n = 58). Withdrawal symptoms were rated using the Wang procedure. Principal Component Analysis (PCA) of binary symptom data was performed to identify dominant patterns of symptom co-occurrence. Separate PCAs were then …

Facebook As A Strategy To Deliver A Peer Navigation Intervention For Recently Incarcerated Women With Opioid Use Disorder: A Mixed Methods Descriptive Profile, Martha Tillson, Jaxin Annett, Marguerite A. Webster, Amanda Fallin-Bennett, Mandi Webster, Amber Clemons, Cynthia Robinson, Kevin Crabtree, Casey Baker-Romans, Michele Staton

Center on Drug and Alcohol Research Faculty Publications

Recovery support and treatment linkages are critical during transitions from incarceration to community but can be challenging to deliver to hard-to-reach populations. This paper will examine Facebook contacts between peer navigators (PNs) and women with opioid use disorder (OUD) following jail release to explore women’s use of PN services, including purpose and content of Facebook messages. As part of a larger clinical trial under the Justice Community Opioid Innovation Network (JCOIN), PNs provided OUD treatment navigation and recovery support for 12 weeks following women’s release from jail, using remote options such as Facebook. Facebook Messenger transcripts between PNs and participants …

Evolution Of A Client‐Level Dataset: 20 Years Of National Child Traumatic Stress Network Data Collection, C. A. Purbeck, A. N. Cooke, L. J. Liang, C. Smith, J. Staten, J. Epstein, H. B. Hodgdon, Jessica Eslinger, A. Wells, J. Goodrich, T. H. Bethel, K. Willett, Y. C. Fu, J. A. Fairbank, E. C. Briggs

Center on Trauma and Children Faculty Publications

Objectives: For 20 years, the National Child Traumatic Stress Network's (NCTSN) data collection efforts have been a central mechanism for Clinical Quality Improvement (ClQI). The NCTSN is a federally funded initiative in the United States composed of programs dedicated to raising the standard of care and increasing access to services for children and families who have experienced traumatic events.

Methods: These efforts span three initiatives: the Core Data Set (CDS), the Clinical Improvement through Measurement Initiative (CIMI) Measurement Based Care (MBC), and CIMI Data Sharing (CIMI-DS) that collected and analyzed client-level data to improve care for children and families served …

Feasibility Of Telehealth-Delivered Gut-Directed Hypnotherapy For Managing Gastrointestinal Health: Exploring Specific Vs. Nonspecific Effects, Sabrina Romero

Honors Undergraduate Theses

This randomized controlled trial evaluated the feasibility and efficacy of telehealth-delivered Gut-Directed Hypnotherapy (GDH) compared to General Hypnotherapy (GH) for managing gastrointestinal symptoms associated with disorders of gut–brain interaction (DGBI). Eleven adults were randomized to receive four 1-hour hypnotherapy sessions over a 14-day period via Zoom (GH n = 5; GDH n = 6). Primary outcomes included PROMIS GI Belly Pain T-scores and Abdominal Pain Ratings assessed at baseline and post-treatment. Follow-up assessments were conducted at three months (n = 8). At post-treatment, participants receiving GDH demonstrated significantly lower PROMIS GI Belly Pain T-scores compared to GH, F(1, …

Educational Attainment And Symptom Improvement In Treatment-Resistant Depression: A Longitudinal Cohort Analysis Across Treatment Modalities, Marjorie Harrison, Giselli Scaini Msc, Phd, Aspen Viamontes

Summer Research Program Abstracts

No abstract provided.

From Screens To Stress: Public Health Implications Of Cancer Worry In A Digitally Connected World, Shreya Mathur, Ethan Burns, Michael Pokojovy, Tzu-Liang Bill Tseng, Sunil Mathur

Mathematics & Statistics Faculty Publications

Aims:

This study examines how digital information environments, genetic testing experiences, health behaviors, and psychological distress influence cancer-related worry among adults in the United States. It further considers the public health implications of elevated or reduced cancer worry for prevention and risk communication.

Methods:

Data were drawn from a nationally representative survey of 6,252 U.S. adults. Measures included reliance on social media for health decision-making, smoking status, history of genetic testing, and psychological distress. Multivariable analyses assessed associations between these factors and levels of cancer worry.

Results/Findings:

Reliance on social media for health decisions was associated with greater cancer worry, …

The Physiological And Psychological Effects Of Social Media Addiction: A Mixed Methods Study, Ella Roper

2026 Research Poster Competition

Social media is a worldwide phenomenon that has taken the world by storm; individuals, multimillion dollar companies, hospitals and universities alike are all similar in that there is a good chance they have a social media presence. Needless to say, there are many benefits of social media including connection and networking, however there are also consequences. My study focuses on one of the consequences, social media addiction, in hopes of enlightening individuals to the risks of social media and hopefully inspiring systematic change to make the future of social media a little less risky. I am using a scale from …

Building Mental Health Literacy: The Impact Of Youth Mental Health First Aid On Emerging Youth Professionals, Burgin Rome

2026 Research Poster Competition

Nearly half of individuals in the United States will experience a mental health disorder during their lifetime, with many symptoms first emerging in childhood or adolescence. Adolescence is a critical developmental period characterized by emotional, social, and psychological changes that increase vulnerability to mental health challenges. Although public awareness of mental health has grown, stigma and societal taboos continue to limit open dialogue and delay intervention. As a result, many young people experience a significant gap between the onset of symptoms and receipt of professional support, which can worsen mental health concerns and contribute to long-term consequences that persist into …

Perceptions, Expectations, And Attitudes About Adolescent Telepsychiatry Among Indian American Family Caregivers, Udayvir Jalf

Honors Undergraduate Theses

Adolescent mental health concerns have risen sharply in the United States. The COVID-19 pandemic marked a significant turning point in mental health care access, with telehealth having become a central mode of care delivery. With adolescent telehealth, caregiver involvement has shown to improve treatment adherence and outcomes. Little is known, however, about how Indian American caregivers experience and navigate their adolescent’s virtual mental health care. This qualitative study investigated the perceptions, expectations, and attitudes of Indian American family caregivers regarding adolescent telepsychiatry and caregivers’ involvement. In depth semi-structured interviews were conducted with Indian American caregivers of adolescents who completed at …